The flow
Starts it 2Model 3Logic 3Service 7
The steps in the order they run, from what starts it.
- 1AzureLm Chat Azure Open AiModel
- 2Schedule TriggerSchedule triggerStarts it
- 3TelegramTelegram triggerStarts it
- 4MemoryMemory Buffer WindowModel
- 5AgentAgentModel
- 6Get row(s) in sheet1Google SheetsService
- 7Append or update row in sheetGoogle SheetsService
- 8Agent AnswerTelegramService
- 9Update row in sheetGoogle SheetsService
- 10Get row(s) in sheetGoogle SheetsService
- 11CodeCodeLogic
- 12Append or update row in sheet1Google SheetsService
- 13SwitchSwitchLogic
- 14No OperationNo OpLogic
- 15Limit MessageTelegramService
How it's built
- Starts on
- An incoming Telegram message
- Steps
- 15, with 1 branch
- Size
- Medium: a working afternoon
- Connects to
- Google Sheets, Telegram
- Model
- Azure OpenAI
- Retrieval
- Answers are drawn from documents you supply, not from the model alone
Questions
What does it need to run?
An n8n account, plus your own Google Sheets and Telegram accounts, and a key for Azure OpenAI. You connect your own accounts after importing it; none are included.
What starts it?
It starts on an incoming Telegram message.
Does it use AI?
Yes. It calls Azure OpenAI. Its answers draw on documents you give it, not on the model alone. Model calls are billed by the provider, not by n8n.
How long does it take to set up?
Plan an afternoon. 15 steps is enough that you should read each one before running it.
How do I import it?
Copy the workflow, open a new workflow in n8n and paste. The steps appear on the canvas, ready for your own accounts.
Nothing here has been tested by us. It is somebody's working automation, read and described from its own steps. Treat the connections it wants as a list of accounts it will touch, and read the 15 steps before you point it at anything that matters.